{
 "cells": [
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-12T04:51:49.677785Z",
     "start_time": "2025-02-12T04:51:46.452923Z"
    }
   },
   "cell_type": "code",
   "source": "import matplotlib.pyplot as plt",
   "id": "eb8696fc1d8738bd",
   "outputs": [],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-02-12T04:54:22.211550Z",
     "start_time": "2025-02-12T04:54:21.932358Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 全部面是x轴坐标，后面是y轴坐标\n",
    "plt.plot([1, 0, 9],[4, 5, 6])\n",
    "# 展示图形\n",
    "plt.show()"
   ],
   "id": "5a96ee39ceb2eefa",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiwAAAGdCAYAAAAxCSikAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAR15JREFUeJzt3Xl4U2XeP/53ljbpGrqnSUopW8tWSgJWthFph6KooKmOXDjojI7zODgDw6OO+HUBdSww6o9xnMeFcVyu0YcZG8QdhSLgUraEUnYoIDRt0w3akJambZLfH6WHp0Kh6XbS5P26rnNdk/vcOf1kiuTN+ZxzH4nH4/GAiIiIyIdJxS6AiIiI6FoYWIiIiMjnMbAQERGRz2NgISIiIp/HwEJEREQ+j4GFiIiIfB4DCxEREfk8BhYiIiLyeXKxC+gNbrcb5eXliIiIgEQiEbscIiIi6gKPx4Pz589Do9FAKr36ORS/CCzl5eVISkoSuwwiIiLqhtLSUuh0uqvO8YvAEhERAaDtA0dGRopcDREREXWF3W5HUlKS8D1+NX4RWNrbQJGRkQwsREREA0xXLufgRbdERETk8xhYiIiIyOcxsBAREZHPY2AhIiIin8fAQkRERD6PgYWIiIh8HgMLERER+TwGFiIiIvJ5DCxERETk87wOLGVlZbjnnnsQExODkJAQjBs3Dnv27Lnqe7Zu3Qq9Xg+FQoHhw4fjnXfeuWzO3//+dwwZMgRKpRKZmZnYtWuXt6URERGRn/IqsJw7dw5Tp05FUFAQvvzySxw6dAgvvfQSoqKiOn3PqVOnMGfOHNx4440oKirCkiVL8MADD+Crr74S5vz73//G0qVL8cwzz8BisWD8+PHIyclBVVVV9z8ZERER+Q2Jx+PxdHXy448/ju+//x7ffvttl3/An/70J3z++ec4cOCAMHb33Xejrq4OGzduBABkZmZi0qRJePXVVwEAbrcbSUlJ+P3vf4/HH3/8mj/DbrdDpVKhvr6ezxIiIiIaILz5/vbqDMsnn3yCiRMn4s4770R8fDwmTJiAtWvXXvU9hYWFyM7O7jCWk5ODwsJCAEBzczPMZnOHOVKpFNnZ2cKcn3I6nbDb7R02IiIi6n1ldRfw6pbjeP6zQ6LW4VVgOXnyJF577TWMGDECX331FR566CH84Q9/wLvvvtvpe2w2GxISEjqMJSQkwG6348KFC6ipqYHL5briHJvNdsVj5uXlQaVSCVtSUpI3H4OIiIiuorG5FestViz4xw5MW7UFL359DO8W/ohzDc2i1ST3ZrLb7cbEiRPxwgsvAAAmTJiAAwcO4PXXX8e9997bJwVeybJly7B06VLhtd1uZ2ghIiLqAbfbg10/noXJbMUX+yvQ0OwS9l0/NBpGvQ7KIJlo9XkVWBITEzF69OgOY6NGjYLJZOr0PWq1GpWVlR3GKisrERkZiZCQEMhkMshksivOUavVVzymQqGAQqHwpnQiIiK6gjO1jTBZrFi/14rSsxeE8cHRoTDqdbhDr0VSdKiIFbbxKrBMnToVR48e7TB27NgxJCcnd/qeyZMn44svvugwtmnTJkyePBkAEBwcDIPBgIKCAsybNw9A25mcgoICPPzww96UR0RERF3gcLbii+IK5Fus2HXqrDAerpBjzrhEGA06TBoSBYlEImKVHXkVWP74xz9iypQpeOGFF3DXXXdh165dePPNN/Hmm28Kc5YtW4aysjK89957AID/+q//wquvvorHHnsMv/71r7Flyxb85z//weeffy68Z+nSpbj33nsxceJEXHfddVizZg0aGhrwq1/9qpc+JhERUWBzuz344UQtTBYrNh6w4UJLW8tHIgGmDY+FUa9Dzhg1QoLFa/tcjVeBZdKkSfjoo4+wbNkyPPvss0hJScGaNWuwYMECYU5FRQXOnDkjvE5JScHnn3+OP/7xj/jrX/8KnU6Hf/zjH8jJyRHm/OIXv0B1dTWefvpp2Gw2ZGRkYOPGjZddiEtERETeOVntgMlixUeWMpTXNwnjQ+PCYNTrcPsELTSDQkSssGu8WofFV3EdFiIiokvqL7Tgs+JymMxWWM7UCeORSjluHa+B0aDDhKRBord8vPn+9uoMCxEREfkml9uDb49XI99sxdeHKtHc6gYASCXADSPjYDTokD0qQdQ7fXqCgYWIiGgAO1Z5HiazFR/tLUPVeacwnpoQAaNBi3kZWsRHKkWssHcwsBAREQ0w5xqa8cm+cpgsVhRb64XxqNAgzM3QItegwxhNpOgtn97EwEJERDQAtLjc2Hq0GiazFQVHKtHiarsEVS6V4Ma0eBj1OsxMi0ew3KtF7AcMBhYiIiIfdqjcjnyzFR8XlaH2/yyNP0YTCaNeh7kZGsSE+/9iqgwsREREPqbG4cSGvWUwWcpwuOLSA35jw4MxL0MLo0GHUYmBdVcsAwsREZEPcLa68M2RKuSbrdh6tBqt7raWT7BMiuzRbS2fn42MQ5DMP1s+18LAQkREJBKPx4P9ZfXIN1vxyb5y1DW2CPvGJw1Crl6LW8drMCg0WMQqfQMDCxERUT+rsjfho71lyDdbcbzKIYwnRCpw+wQdcg1aDI+PELFC38PAQkRE1A+aWlzYdKgS+WYrvj1ejYsdHyjkUuSMUcNo0GHa8FjIpP5zK3JvYmAhIiLqIx6PB5Yzdcg3W/FZcTnON7UK+wzJUcg16DAnPRGRyiARqxwYGFiIiIh6WVndBXxkscJkKcOpmgZhXDsoBHfotbhDr0NKbJiIFQ48DCxERES9oLG5FV8dtCHfbMUPJ2rR/mjhkCAZbhqnRq5eh+uHxkDKlk+3MLAQERF1k9vtwe4fzyLfbMUX+yvQ0OwS9l0/NBpGvQ43jUtEuIJftz3F/weJiIi8VHq2ESaLFSaLFaVnLwjjg6NDYdTrcIdei6ToUBEr9D8MLERERF3gcLbii/0VyDdbsevUWWE8XCHHnHGJMBp0mDQkyq8eOOhLGFiIiIg64XZ7UHiyFvlmKzYesOFCS1vLRyIBpg2PhVGvQ84YNUKCZSJX6v8YWIiIiH7iVE0DTGYr1lusKK9vEsaHxobBaNDh9glaaAaFiFhh4GFgISIiAlB/oQWfF1cg31wKy5k6YTxCKcdt4zUwGnSYkDSILR+RMLAQEVHAcrk9+PZ4NUyWMnx10IbmVjcAQCoBfjYyDrkGHbJHJUAZxJaP2BhYiIgo4ByvPI98ixUfWcpQdd4pjI9MCEeuQYd5GVrERypFrJB+ioGFiIgCwrmGZnxaXI58sxXF1nphPCo0CHMztDDqdRirjWTLx0cxsBARkd9qcbmx7Wg18s1WFBypRIurbflZuVSCG9PiYdTrMDMtHsFyqciV0rUwsBARkd85VG6HyWLFx0VlqHE0C+OjEyORa9DhtgwNYsMVIlZI3mJgISIiv1DjcOLjoraWz+EKuzAeGx6MeRlaGA06jEqMFLFC6gkGFiIiGrCaW93YcqQS+eYybD1ahVZ3W8snWCZF1qh45Bp0+NnIOATJ2PIZ6BhYiIhoQPF4PNhfVg+T2YqP95WjrrFF2Ddep0KuQYdbx2swKDRYxCqptzGwEBHRgFBlb8JHe8tgslhxrNIhjCdEKjBvgha5eh1GJESIWCH1JQYWIiLyWU0tLmw6VAmTxYrtx6pxseMDhVyKWWPUyDXoMG14LGRS3ors7xhYiIjIp3g8HljO1MFkseKzfeWwN7UK+wzJUTDqdZiTnghVSJCIVVJ/Y2AhIiKfUF53oa3lY7biZE2DMK5RKXGHXoc79FoMjQsXsUISk1eXTS9fvhwSiaTDlpaW1un8GTNmXDZfIpFgzpw5wpz77rvvsv2zZ8/u/iciIqIBo7G5FR/tteKef+zE1FVb8JevjuJkTQNCgmS4Y4IWHzyQie/+NBOP5KQyrAQ4r8+wjBkzBps3b750AHnnh1i/fj2amy8t2FNbW4vx48fjzjvv7DBv9uzZePvtt4XXCgUX8yEi8lcejwe7Tp2FyWLF58UVaGh2CfsyU6KRa9DhpnGJCFewCUCXeP2nQS6XQ61Wd2ludHR0h9fr1q1DaGjoZYFFoVB0+ZhERDQwlZ5thMlihcliRenZC8L44OhQGC+2fJKiQ0WskHyZ14Hl+PHj0Gg0UCqVmDx5MvLy8jB48OAuvfett97C3XffjbCwsA7jW7duRXx8PKKiojBz5kw8//zziImJ6fQ4TqcTTuelp2va7fZO5xIRkXgczlZ8sb8CJrMVO0+dFcbDFXLcPE6NXEMSJg2J4gMH6ZokHo/H09XJX375JRwOB1JTU1FRUYEVK1agrKwMBw4cQETE1e9937VrFzIzM7Fz505cd911wnj7WZeUlBScOHECTzzxBMLDw1FYWAiZTHbFYy1fvhwrVqy4bLy+vh6RkVx2mYhITG63B4Una2EyW/HlARsutLS1fCQSYOqwWOQadMgZo0ZI8JX/jqfAYbfboVKpuvT97VVg+am6ujokJyfj5Zdfxv3333/Vub/97W9RWFiI4uLiq847efIkhg0bhs2bNyMrK+uKc650hiUpKYmBhYhIRKdqGmAyW/HR3jKU1V1q+QyNDYPRoMPtE7TQDAoRsULyNd4Elh5d0TRo0CCMHDkSJSUlV53X0NCAdevW4dlnn73mMYcOHYrY2FiUlJR0GlgUCgUvzCUi8gH1F1rweXEFTBYrzKfPCeMRSjluHa9BrkGHCUmD2PKhHutRYHE4HDhx4gR++ctfXnXehx9+CKfTiXvuueeax7RaraitrUViYmJPSiMioj7icnvw7fFqmCxl+PqgDc5WNwBAKgF+NjIORr0OPx+dAGUQWz7Ue7wKLI888ghuvfVWJCcno7y8HM888wxkMhnmz58PAFi4cCG0Wi3y8vI6vO+tt97CvHnzLruQ1uFwYMWKFTAajVCr1Thx4gQee+wxDB8+HDk5OT38aERE1JuOV55HvsWKDXvLUGm/1JYfmRAOo16HeRO0SIhUilgh+TOvAovVasX8+fNRW1uLuLg4TJs2DTt27EBcXBwA4MyZM5BKO65Fd/ToUXz33Xf4+uuvLzueTCZDcXEx3n33XdTV1UGj0WDWrFl47rnn2PIhIvIB5xqa8WlxOUxmK/ZZ64XxQaFBmDteA6NBh3FaFVs+1Od6dNGtr/Dmoh0iIrq6Fpcb245Ww2SxYvPhSrS42r4m5FIJZqTGI9egxY1p8VDI2fKhnum3i26JiMh/HCq3w2Sx4uOiMtQ4Lq1SPjoxEkaDDnMzNIgN59lvEgcDCxFRAKtxOPFxUVvL51DFpUU4Y8ODMTdDC6Neh9Eanrkm8TGwEBEFmOZWN7YcqUS+uQxbj1ah1d3W8gmWSZE1Kh5GvQ43pMYhSObV83GJ+hQDCxFRAPB4PDhQZke+uRSf7CvHucYWYd94nQpGgw63pmsQFRYsYpVEnWNgISLyY1X2Jny0twwmixXHKh3CeHyEArfrtcjV6zAi4eqPViHyBQwsRER+pqnFhU2HKmGyWLH9WDUudnwQLJciZ4waRr0W04bHQs6WDw0gDCxERH7A4/Fgb2kd8s1WfLavHPamVmGfITkKRr0Oc9IToQoJErFKou5jYCEiGsDK6y60tXzMVpysaRDGNSol7tDrcIdei6Fx4SJWSNQ7GFiIiAaYC80ubDxYAZO5DN+fqEH78p8hQTLcNFYNo0GHyUNjIJVy9VnyHwwsREQDgMfjwa5TZ2GyWPHFfhsczkstn8yUaBgNOtw8LhHhCv61Tv6Jf7KJiHxY6dlGmCxWrLeU4czZRmE8KToERr0ORr0OSdGhIlZI1D8YWIiIfIzD2Yov9lfAZLZi56mzwnhYsAxz0hNh1OswaUg0Wz4UUBhYiIh8gNvtwY6Ttcg3W/HlARsutLgAABIJMHVYLIwGLXLGqBEazL+2KTDxTz4RkYhO1TTAZLbio71lKKu7IIwPjQ2D0aDD7RO00AwKEbFCIt/AwEJE1M/sTS34vLgC+WYrzKfPCeMRSjluHa+BUa+DfvAgSCRs+RC1Y2AhIuoHLrcH35XUIN9sxdcHbXC2ugEAUgnws5FxMOp1+PnoBCiDZCJXSuSbGFiIiPpQSdV55JvL8NFeKyrtTmF8RHw4cg06zJugRUKkUsQKiQYGBhYiol5W19iMT/aVw2S2Yp+1XhgfFBqEueM1MBp0GKdVseVD5AUGFiKiXtDicmP7sWrkm60oOFyFZldby0culWBGajxyDVrcmBYPhZwtH6LuYGAhIuqBwxV25Jut+LioDDWOZmF8dGIkjAYd5mZoEBuuELFCIv/AwEJE5KVahxMfF5Uj32zFoQq7MB4TFox5E7Qw6nUYrYkUsUIi/8PAQkTUBc2tbmw5UoV8sxVbj1ah1d32xMEgmQTZoxJg1OtwQ2ocgmRSkSsl8k8MLEREnfB4PDhQZke+uRSf7CvHucYWYV+6ToVcgw63pmsQFRYsYpVEgYGBhYjoJ6rsTdhQVIZ8sxXHKh3CeHyEArfrtcjV6zAiIULECokCDwMLERGAphYXNh+uRL7Ziu3HqnGx44NguRQ5Y9Qw6rWYNjwWcrZ8iETBwEJEAcvj8WBvaR1MZis+3VcOe1OrsE8/eBByDUmYk54IVUiQiFUSEcDAQkQBqKL+AtZbymCyWHGyukEY16iUuEOvwx16LYbGhYtYIRH9FAMLEQWEC80ufHXQhnyzFd+fqIHnYstHGSTFTWMTkWvQYfLQGEilXH2WyBcxsBCR3/J4PNj94znkm0vxxX4bHM5LLZ/rUqKRa9Dh5nGJCFfwr0IiX8f/SonI75SebRRaPmfONgrjSdEhMOp1uGOCDoNjQkWskIi8xcBCRH6hwdmKL/ZXIN9sxc5TZ4XxsGAZ5qQnwqjXYdKQaLZ8iAYor+7PW758OSQSSYctLS2t0/nvvPPOZfOVyo6PUfd4PHj66aeRmJiIkJAQZGdn4/jx4937NEQUUNxuD34oqcHS/xRh4vOb8Wh+MXaeOguJBJg6PAb/3y/GY/eT2VidOx6ZvD6FaEDz+gzLmDFjsHnz5ksHkF/9EJGRkTh69Kjw+qePU1+9ejVeeeUVvPvuu0hJScFTTz2FnJwcHDp06LJwQ0QEAD/WNMBksWK9pQxldReE8ZTYMOQadJg3QQvtoBARKySi3uZ1YJHL5VCr1V2eL5FIOp3v8XiwZs0aPPnkk5g7dy4A4L333kNCQgI2bNiAu+++29vyiMhP2Zta8HlxBUxmK/acPieMRyjluCVdg1yDDvrBgy77RxER+QevA8vx48eh0WigVCoxefJk5OXlYfDgwZ3OdzgcSE5Ohtvthl6vxwsvvIAxY8YAAE6dOgWbzYbs7GxhvkqlQmZmJgoLCzsNLE6nE06nU3htt9uvOI+IBjaX24PvSmpgMlvx1UEbnK1uAIBUAkwfEYdcgw4/H50AZZBM5EqJqK95FVgyMzPxzjvvIDU1FRUVFVixYgWmT5+OAwcOICLi8udqpKam4p///CfS09NRX1+PF198EVOmTMHBgweh0+lgs9kAAAkJCR3el5CQIOy7kry8PKxYscKb0oloACmpOo98cxk+2mtFpf3SP05GxIfDaNDh9glaJESyZUwUSCQeT/vySd6rq6tDcnIyXn75Zdx///3XnN/S0oJRo0Zh/vz5eO655/DDDz9g6tSpKC8vR2JiojDvrrvugkQiwb///e8rHudKZ1iSkpJQX1+PyMjI7n4cIhJRXWMzPt1XjnxLGfaV1gnjg0KDcNv4tpbPOK2KLR8iP2K326FSqbr0/d2j25oHDRqEkSNHoqSkpEvzg4KCMGHCBGF++7UtlZWVHQJLZWUlMjIyOj2OQqGAQqHofuFE5BNaXG5sP1YNk8WKzYeq0Oxqa/nIpBLcmBoHo16HmaPioZCz5UMU6HoUWBwOB06cOIFf/vKXXZrvcrmwf/9+3HzzzQCAlJQUqNVqFBQUCAHFbrdj586deOihh3pSGhH5sMMVdpjMVmwoKkONo1kYH5UYCaNei7kZWsRF8B8lRHSJV4HlkUcewa233ork5GSUl5fjmWeegUwmw/z58wEACxcuhFarRV5eHgDg2WefxfXXX4/hw4ejrq4Of/nLX3D69Gk88MADANruIFqyZAmef/55jBgxQritWaPRYN68eb37SYlIVLUOJz4uKofJYsXB8ksXyseEBWNuhhZGgxZjNCoRKyQiX+ZVYLFarZg/fz5qa2sRFxeHadOmYceOHYiLiwMAnDlzBlLppbXozp07h9/85jew2WyIioqCwWDADz/8gNGjRwtzHnvsMTQ0NODBBx9EXV0dpk2bho0bN3INFiI/0NzqxpYjVTBZrPjmSBVa3W2XzAXJJMhKS0CuQYcbUuMQJPNqDUsiCkA9uujWV3hz0Q4R9S2Px4MDZXaYLFZ8XFSGc40twr50nQq5Bh1uTdcgKixYxCqJyBf020W3RETtquxN2FBUBpO5DEcrzwvj8REK3D5BC6NBh5EJly9/QETUFQwsRNRtTS0ubD5cCZPZim3HqnGx44NguRSzRre1fKYNj4WcLR8i6iEGFiLyisfjwd7SOpjMVny6rxz2plZhn37wIBgNOtySroEqJEjEKonI3zCwEFGXVNRfwHpLGUwWK05WNwjjiSol7tBrcYdeh2Fx4SJWSET+jIGFiDp1odmFrw7aYLJY8V1JDdov0VcGSXHT2EQY9TpMHhYDmZSrzxJR32JgIaIOPB4Pdv94DiazFZ/vr4DDeanlc11KNHL1Otw0To0IJVs+RNR/GFiICABQerYR6y1lWL/XitO1jcJ4UnQI7pigg1Gvw+CYUBErJKJAxsBCFMAanK34Yn8FTBYrdpw8K4yHBctw87hE5Bp0mDQkGlK2fIhIZAwsRAHG7fZgx8la5Fus2HjAhsZmFwBAIgGmDIuBUa/D7LFqhAbzrwci8h38G4koQPxY0wCTxYr1ljKU1V0QxlNiw2DUa3G7XgftoBARKyQi6hwDC5Efsze14PPiCpjMVuw5fU4Yj1DKcUu6BrkGLfSDoyCRsOVDRL6NgYXIz7jcHnxfUoN8sxVfHbTB2eoGAEglwPQRcTAadJg1OgHKIJnIlRIRdR0DC5GfKKk6j3xzGTbsLYPN3iSMj4gPh9Ggw+0TtEiI5FPQiWhgYmAhGsDqGpvx6b5y5FvKsK+0ThhXhQRhboYGRr0O6ToVWz5ENOAxsBANMK0uN7Ydq4bJYsXmQ1VodrW1fGRSCW5MjYNRr8PMUfFQyNnyISL/wcBCNEAcrrDDZLZiQ1E5ahxOYTxNHYFcgw5zM7SIi1CIWCERUd9hYCHyYbUOJz4uKofJYsXBcrswHhMWjLkZWhgNWozRqESskIiofzCwEPmY5lY3thypgslixTdHqtDqbnviYJBMgqy0BBgNOsxIjUOQTCpypURE/YeBhcgHeDweHCy3I99sxcdFZTjX2CLsS9epYNTrcNt4DaLCgkWskohIPAwsRCKqOt+EDXvLYDKX4WjleWE8PkKB2ydoYTToMDIhQsQKiYh8AwMLUT9ranGh4HAV8s2l2H68Bq6LLZ9guRSzRre1fKYPj4WcLR8iIgEDC1E/8Hg8KCqtQ77Zik/3lcPe1Crs0w8eBKNBh1vGaaAKDRKxSiIi38XAQtSHKuov4KO9Zcg3W3GyukEYT1QpcYdeizv0OgyLCxexQiKigYGBhaiXXWh24auDNpgsVnxXUgNPW8cHyiApbhqbCKNeh8nDYiCTcvVZIqKuYmAh6gUejwd7Tp9D/h4rPt9fAYfzUsvnuiHRyDXocNM4NSKUbPkQEXUHAwtRD5SebcR6SxnW77XidG2jMK6LCoFRr4NRr8PgmFARKyQi8g8MLEReanC24ssDNuSbS7Hj5FlhPCxYhpvHJcJo0OG6IdGQsuVDRNRrGFiIusDt9mDHqVrkm63YeMCGxmYXAEAiAaYMi4FRr8PssWqEBvM/KSKivsC/XYmu4seaBqy3WGGylKGs7oIwPiQmFLkGHW7X66AdFCJihUREgYGBhegn7E0t+KK4AvlmK/acPieMRyjkuGW8BrkGLfSDoyCRsOVDRNRfGFiIALjcHnxfUoN8sxVfHbTB2eoGAEglwLQRccg16DBrdAKUQTKRKyUiCkxerf29fPlySCSSDltaWlqn89euXYvp06cjKioKUVFRyM7Oxq5duzrMue+++y475uzZs7v3aYi8VFLlwKqNRzB15RYs/OcufLKvHM5WN4bHh+Pxm9JQuCwL7/36Otw2XsOwQkQkIq/PsIwZMwabN2++dAB554fYunUr5s+fjylTpkCpVGLVqlWYNWsWDh48CK1WK8ybPXs23n77beG1QqHwtiyiLqtvbMEnxeXIN1uxr7ROGFeFBGFuhgZGvQ7pOhVbPkREPsTrwCKXy6FWq7s09/333+/w+h//+AdMJhMKCgqwcOFCYVyhUHT5mETd0epyY/vxauSbrdh8qArNrraWj0wqwYyRbS2fmaPioZDzLAoRkS/yOrAcP34cGo0GSqUSkydPRl5eHgYPHtyl9zY2NqKlpQXR0dEdxrdu3Yr4+HhERUVh5syZeP755xETE9PpcZxOJ5xOp/Dabrd7+zEoQByx2ZG/x4oNReWocVz6M5OmjkCuQYe5GVrERfCMHhGRr5N4PO1POrm2L7/8Eg6HA6mpqaioqMCKFStQVlaGAwcOICIi4prv/93vfoevvvoKBw8ehFKpBACsW7cOoaGhSElJwYkTJ/DEE08gPDwchYWFkMmu/K/d5cuXY8WKFZeN19fXIzIysqsfh/xUrcOJT/a1tXwOll8Ks9FhwZiboUGuQYcxGpWIFRIREdB2wkGlUnXp+9urwPJTdXV1SE5Oxssvv4z777//qnNXrlyJ1atXY+vWrUhPT+903smTJzFs2DBs3rwZWVlZV5xzpTMsSUlJDCwBrLnVjW+OViHfbMU3R6rQ6m77Yx0kk2BmWjxyDUmYkRqHIJlX15kTEVEf8iaw9Oi25kGDBmHkyJEoKSm56rwXX3wRK1euxObNm68aVgBg6NChiI2NRUlJSaeBRaFQ8MJcgsfjwcFyO/LNVnyyrxxnG5qFfeO0KuQadLh1vAbRYcEiVklERL2hR4HF4XDgxIkT+OUvf9npnNWrV+PPf/4zvvrqK0ycOPGax7RaraitrUViYmJPSiM/VnW+CR/vbWv5HK08L4zHRShwxwQtjAYdRiZcu0VJREQDh1eB5ZFHHsGtt96K5ORklJeX45lnnoFMJsP8+fMBAAsXLoRWq0VeXh4AYNWqVXj66afxwQcfYMiQIbDZbACA8PBwhIeHw+FwYMWKFTAajVCr1Thx4gQee+wxDB8+HDk5Ob38UWkga2pxoeBwFUwWK7Ydq4brYssnWC7Fz0cnINegw/ThsZCz5UNE5Je8CixWqxXz589HbW0t4uLiMG3aNOzYsQNxcXEAgDNnzkAqvfSF8dprr6G5uRm5ubkdjvPMM89g+fLlkMlkKC4uxrvvvou6ujpoNBrMmjULzz33HFs+BI/Hg6LSOpgsVnxSVA57U6uwb8LgQcg16HDLOA1UoUEiVklERP2hRxfd+gpvLtoh32erb8L6vVaYzFacqG4QxhNVStx+seUzLC5cxAqJiKg39NtFt0S95UKzC18fsiHfbMV3JTVoj9HKIClmj1Ej15CEycNiIJNy9VkiokDEwEKi8Xg82HP6HExmKz4rroDDeanlc92QaBgNWtw8LhERSrZ8iIgCHQML9TvruUast5TBZLHidG2jMK6LCsEdeh2Mei2SY8JErJCIiHwNAwv1iwZnK748YIPJbEXhyVphPDRYhpvHJcKo1yEzJRpStnyIiOgKGFioz7jdHuw4VQuTuQxfHqhAY7MLACCRAJOHxsCo12H2WDXCFPxjSEREV8dvCup1P9Y0YL3FCpOlDGV1F4TxITGhMOp1uF2vhS4qVMQKiYhooGFgoV5hb2rBF8UVMFms2P3jOWE8QiHHLeMTkWvQQT84ChIJWz5EROQ9BhbqNpfbg+9LamCyWLHxgA3OVjcAQCoBpo2IQ65Bh1mjE6AMuvJTt4mIiLqKgYW8VlLlgMlixUeWMtjsTcL48PjwtpbPBC3UKqWIFRIRkb9hYKEuqW9swSfF5TCZrSgqrRPGVSFBuG28BrkGHdJ1KrZ8iIioTzCwUKdaXW5sP14Nk7kMmw5VotnV1vKRSSWYMTIORoMOWaPioZCz5UNERH2LgYUuc8Rmh8lsxUd7y1HjcArjaeoI5Bp0mJuhRVwEH05JRET9h4GFAABnG5rxcVHb6rMHyuzCeHRYMOZmaGDU6zBGE8mWDxERiYKBJYA1t7rxzdEqmMxWbDlShVZ32xMHg2QSzEyLh1Gvw4zUeATLpSJXSkREgY6BJcB4PB4cLLcj32zFJ/vKcbahWdg3TquCUa/FbRlaRIcFi1glERFRRwwsAaLqfBM+3lsOk8WKI7bzwnhchAK3T9DCqNchVR0hYoVERESdY2DxY00tLhQcroLJYsW2Y9VwXWz5BMul+PnoBOTqdZg+IhZyGVs+RETk2xhY/IzH48E+az3yzaX4dF8F6i+0CPsmDB4Eo16HW9M1UIUGiVglERGRdxhY/IStvgnr91phMltxorpBGE9UKdtaPgYdhsWFi1ghERFR9zGwDGBNLS58ddCGfLMV35fU4GLHB8ogKWaPUcNo0GHKsFjIpLwVmYiIBjYGlgHG4/Fgz+lzMJmt+Ly4AuedrcK+64ZEw2jQ4uZxiYhQsuVDRET+g4FlgLCea8R6SxnWW6z4sbZRGNcOCoHRoINRr0VyTJiIFRIREfUdBhYf1uBsxZcHbDCZrSg8WSuMhwbLcPO4RBj1OmSmREPKlg8REfk5BhYf43Z7sONULUzmMnx5oAKNzS5h35RhMTDqdZg9Vo0wBX91REQUOPit5yNO1zbAZLbCZClDWd0FYXxITCiMeh1u12uhiwoVsUIiIiLxMLCI6HxTCz4vroDJYsXuH88J4xEKOW4Z39byMSRH8YGDREQU8BhY+pnL7cEPJ2qQb7biq4M2NLW4AQBSCTBtRByMei1yxqihDJKJXCkREZHvYGDpJyVVDpgsVnxkKYPN3iSMD48Pb2v5TNBCrVKKWCEREZHvYmDpQ/WNLfi0uBz5ZiuKSuuEcVVIEG4br4HRoMN4nYotHyIiomtgYOllrS43th+vhslchk2HK9Hc2tbykUklmDEyDkaDDlmj4qGQs+VDRETUVQwsveSIzQ6T2YoNReWoPu8UxtPUEcg16HBbhgbxEWz5EBERdYfUm8nLly+HRCLpsKWlpV31PR9++CHS0tKgVCoxbtw4fPHFFx32ezwePP3000hMTERISAiys7Nx/Phx7z+JCM42NOPt70/hlr99i9lrvsXab0+h+rwT0WHB+NXUIfjs99Pw5eLpeGD6UIYVIiKiHvD6DMuYMWOwefPmSweQd36IH374AfPnz0deXh5uueUWfPDBB5g3bx4sFgvGjh0LAFi9ejVeeeUVvPvuu0hJScFTTz2FnJwcHDp0CEql733JN7e6sfVoFfLNVnxztAotrrYnDsqlEsxMi0euQYcZqfEIlnuVBYmIiOgqJB6Px9PVycuXL8eGDRtQVFTUpfm/+MUv0NDQgM8++0wYu/7665GRkYHXX38dHo8HGo0G//3f/41HHnkEAFBfX4+EhAS88847uPvuu7v0c+x2O1QqFerr6xEZGdnVj9NlHo8HB8vtyDdb8cm+cpxtaBb2jdVGIlevw20ZWkSHBff6zyYiIvJX3nx/e32G5fjx49BoNFAqlZg8eTLy8vIwePDgK84tLCzE0qVLO4zl5ORgw4YNAIBTp07BZrMhOztb2K9SqZCZmYnCwsJOA4vT6YTTeek6Ebvd7u3H6LLPisvx6pYSHLGdF8ZiwxW4Q6+FUa9Dqjqiz342ERERtfEqsGRmZuKdd95BamoqKioqsGLFCkyfPh0HDhxARMTlX9w2mw0JCQkdxhISEmCz2YT97WOdzbmSvLw8rFixwpvSu+1P+cVoaHYhWCbFz8ckIFevw/QRsZDL2PIhIiLqL14Flptuukn43+np6cjMzERycjL+85//4P777+/14jqzbNmyDmdu7HY7kpKS+uRnpSVGwnz6HJbdnIZfTU3pk59BREREV9ej0wSDBg3CyJEjUVJScsX9arUalZWVHcYqKyuhVquF/e1jnc25EoVCgcjIyA5bX8kaFQ8A2H6sus9+BhEREV1djwKLw+HAiRMnkJiYeMX9kydPRkFBQYexTZs2YfLkyQCAlJQUqNXqDnPsdjt27twpzBFbVlpbu+r7E7VobG4VuRoiIqLA5FVgeeSRR7Bt2zb8+OOP+OGHH3D77bdDJpNh/vz5AICFCxdi2bJlwvzFixdj48aNeOmll3DkyBEsX74ce/bswcMPPwwAkEgkWLJkCZ5//nl88skn2L9/PxYuXAiNRoN58+b13qfsgZEJ4dBFhaC51Y0fSmrFLoeIiCggeRVYrFYr5s+fj9TUVNx1112IiYnBjh07EBcXBwA4c+YMKioqhPlTpkzBBx98gDfffBPjx49Hfn4+NmzYIKzBAgCPPfYYfv/73+PBBx/EpEmT4HA4sHHjRp9Zg0UikSArra0tVHCk8hqziYiIqC94tQ6Lr+rrdVi2HavGvf/chfgIBXY+kcWHFRIREfUCb76/eW9uF1w/NBqhwTJUnXfiYHnfrflCREREV8bA0gUKuQzTR8QCADYfZluIiIiovzGwdFH73UJbjlSJXAkREVHgYWDpohsvXnhbbK1Hlb1J5GqIiIgCCwNLF8VFKDA+aRAAnmUhIiLqbwwsXrh0ezMDCxERUX9iYPFC+zL93x2vQVOLS+RqiIiIAgcDixdGJ0ZCHanEhRYXCk9y1VsiIqL+wsDiBYlEgpkXz7JsOcy2EBERUX9hYPFSdntgOVIFP1gkmIiIaEBgYPHSlGGxUAZJUVZ3AUds58Uuh4iIKCAwsHhJGSTD1GFtq97y9mYiIqL+wcDSDVmj2la9LeAy/URERP2CgaUbZl5cj2VvaR1qHE6RqyEiIvJ/DCzdoFYpMUYTCY8H2Hq0WuxyiIiI/B4DSze1t4W2HGFbiIiIqK8xsHRT+zL924/VoLnVLXI1RERE/o2BpZvGaVWIi1DA4WzFrlNnxS6HiIjIrzGwdJNUKsHM1PaHIbItRERE1JcYWHqgfZn+gsNc9ZaIiKgvMbD0wLThsQiWSXHmbCNOVDvELoeIiMhvMbD0QJhCjsnDYgAAm/kwRCIioj7DwNJDWXx6MxERUZ9jYOmh9lVv95w+i7rGZpGrISIi8k8MLD2kiwpFmjoCbq56S0RE1GcYWHpB+1mWAj69mYiIqE8wsPSC9mX6tx2tQouLq94SERH1NgaWXpCRNAjRYcGwN7Viz4/nxC6HiIjI7zCw9AKZVIIZqXEA+DBEIiKivsDA0kuyL7aFeB0LERFR72Ng6SXTR8RCLpXgZHUDTtU0iF0OERGRX+lRYFm5ciUkEgmWLFnS6ZwZM2ZAIpFcts2ZM0eYc9999122f/bs2T0prd9FKIOQOTQaAFBwmG0hIiKi3iTv7ht3796NN954A+np6Vedt379ejQ3X1pQrba2FuPHj8edd97ZYd7s2bPx9ttvC68VCkV3SxNNVloCvi+pxZYjVXhg+lCxyyEiIvIb3TrD4nA4sGDBAqxduxZRUVFXnRsdHQ21Wi1smzZtQmho6GWBRaFQdJh3reP6ovZl+nedOgt7U4vI1RAREfmPbgWWRYsWYc6cOcjOzvb6vW+99RbuvvtuhIWFdRjfunUr4uPjkZqaioceegi1tbWdHsPpdMJut3fYfEFyTBiGxYWh1e3B9mNc9ZaIiKi3eB1Y1q1bB4vFgry8PK9/2K5du3DgwAE88MADHcZnz56N9957DwUFBVi1ahW2bduGm266CS6X64rHycvLg0qlErakpCSva+kr7XcL8WGIREREvUfi8Xg8XZ1cWlqKiRMnYtOmTcK1KzNmzEBGRgbWrFlzzff/9re/RWFhIYqLi6867+TJkxg2bBg2b96MrKysy/Y7nU44nU7htd1uR1JSEurr6xEZGdnVj9Mndp6sxS/e3IGo0CDsefLnkEklotZDRETkq+x2O1QqVZe+v706w2I2m1FVVQW9Xg+5XA65XI5t27bhlVdegVwu7/SMCAA0NDRg3bp1uP/++6/5c4YOHYrY2FiUlJRccb9CoUBkZGSHzVcYkqOgCgnCucYW7D3DVW+JiIh6g1eBJSsrC/v370dRUZGwTZw4EQsWLEBRURFkMlmn7/3www/hdDpxzz33XPPnWK1W1NbWIjEx0ZvyfIJcJhVWveUickRERL3Dq8ASERGBsWPHdtjCwsIQExODsWPHAgAWLlyIZcuWXfbet956C/PmzUNMTEyHcYfDgUcffRQ7duzAjz/+iIKCAsydOxfDhw9HTk5ODz6aeISnN3M9FiIiol7R7XVYOnPmzBlIpR1z0NGjR/Hdd9/h66+/vmy+TCZDcXEx3n33XdTV1UGj0WDWrFl47rnnBuRaLAAwY2Q8ZFIJjlU6UHq2EUnRoWKXRERENKB5ddGtr/Lmop3+8os3CrHz1FmsuG0M7p0yROxyiIiIfE6fXXRLXde+iNxmtoWIiIh6jIGlj8xMa1uPZefJs3A4W0WuhoiIaGBjYOkjw+LCMCQmFM0uN747XiN2OURERAMaA0sfkUgkwlkW3i1ERETUMwwsfaj9OpZvjlbB7R7w1zYTERGJhoGlD00aEo0IhRw1jmYUl9WLXQ4REdGAxcDSh4LlUvxs5MVVb9kWIiIi6jYGlj52adVbLtNPRETUXQwsfezGtHhIJMChCjvK6y6IXQ4REdGAxMDSx6LDgqEfHAUA2MKHIRIREXULA0s/aL9biIGFiIioexhY+kHWxfVYvi+pwYVml8jVEBERDTwMLP1gZEI4tINC4Gx14/sSrnpLRETkLQaWfiCRSJB9sS1UwLYQERGR1xhY+snMUW1toS1HKuHxcNVbIiIibzCw9JPMlGiEBstQaXfiYLld7HKIiIgGFAaWfqIMkmH6iFgAXESOiIjIWwws/aj9bqGCI1ymn4iIyBsMLP1oRlrbc4WKrfWosjeJXA0REdHAwcDSj+IjlBifNAgA8M1RtoWIiIi6ioGln2VdfBjiZl7HQkRE1GUMLP2s/enN3x2vQVMLV70lIiLqCgaWfjZGEwl1pBIXWlzYcbJW7HKIiIgGBAaWfiaRSDCzfdVbtoWIiIi6hIFFBO3XsWw5UsVVb4mIiLqAgUUEU4fHQhkkRVndBRytPC92OURERD6PgUUEyiAZpg7jqrdERERdxcAikkvXsXDVWyIiomthYBFJ+zL9e0vrUOtwilwNERGRb2NgEYlapcQYTSQ8HuCbo9Vil0NEROTTGFhEdOluIbaFiIiIrqZHgWXlypWQSCRYsmRJp3PeeecdSCSSDptSqewwx+Px4Omnn0ZiYiJCQkKQnZ2N48eP96S0ASFrVFtbaPuxGjS3ukWuhoiIyHd1O7Ds3r0bb7zxBtLT0685NzIyEhUVFcJ2+vTpDvtXr16NV155Ba+//jp27tyJsLAw5OTkoKnJv59oPE6rQmy4Ag5nK3adOit2OURERD6rW4HF4XBgwYIFWLt2LaKioq45XyKRQK1WC1tCQoKwz+PxYM2aNXjyyScxd+5cpKen47333kN5eTk2bNjQnfIGDKlUgplpcQCAAraFiIiIOtWtwLJo0SLMmTMH2dnZXZrvcDiQnJyMpKQkzJ07FwcPHhT2nTp1CjabrcOxVCoVMjMzUVhYeMXjOZ1O2O32DttA1d4WKjjMVW+JiIg643VgWbduHSwWC/Ly8ro0PzU1Ff/85z/x8ccf41//+hfcbjemTJkCq9UKALDZbADQ4axL++v2fT+Vl5cHlUolbElJSd5+DJ8xbXgsgmVSnDnbiBPVDrHLISIi8kleBZbS0lIsXrwY77///mUXznZm8uTJWLhwITIyMnDDDTdg/fr1iIuLwxtvvNGtggFg2bJlqK+vF7bS0tJuH0tsYQo5rh8WA4Cr3hIREXXGq8BiNptRVVUFvV4PuVwOuVyObdu24ZVXXoFcLofL5brmMYKCgjBhwgSUlJQAANRqNQCgsrLjNRyVlZXCvp9SKBSIjIzssA1k2Xx6MxER0VV5FViysrKwf/9+FBUVCdvEiROxYMECFBUVQSaTXfMYLpcL+/fvR2JiIgAgJSUFarUaBQUFwhy73Y6dO3di8uTJXn6cgWnmxfVY9pw+i7rGZpGrISIi8j1ybyZHRERg7NixHcbCwsIQExMjjC9cuBBarVa4xuXZZ5/F9ddfj+HDh6Ourg5/+ctfcPr0aTzwwAMAIKzj8vzzz2PEiBFISUnBU089BY1Gg3nz5vXCR/R9uqhQpKkjcMR2HtuOVWNuhlbskoiIiHyKV4GlK86cOQOp9NKJm3PnzuE3v/kNbDYboqKiYDAY8MMPP2D06NHCnMceewwNDQ148MEHUVdXh2nTpmHjxo1dvk7GH8xMi8cR23lsPlzFwEJERPQTEo8f3Etrt9uhUqlQX18/YK9nMZ8+C+NrhYhUymF+6ucIkvGpCURE5N+8+f7mt6KPyEiKQnRYMOxNrTCfPid2OURERD6FgcVHyKQSzEi9uOrtYa56S0RE9H8xsPiQrLSLq94e4e3NRERE/xcDiw/52chYyKUSnKxuwKmaBrHLISIi8hkMLD4kQhmEzKHRANgWIiIi+r8YWHzMzIttoS1sCxEREQkYWHxM+zL9u06dhb2pReRqiIiIfAMDi49JjgnDsLgwtLo92H6sWuxyiIiIfAIDiw/KGnWxLcSHIRIREQFgYPFJWRcfhvjN0Sq43AN+IWIiIqIeY2DxQYbkKEQq5TjX2IK9Z7jqLREREQOLD5LLpJiR2naWhYvIERERMbD4rKyLdwvxOhYiIiIGFp91w8g4yKQSHK08j9KzjWKXQ0REJCoGFh81KDQYhuQoAFxEjoiIiIHFh7UvIsfrWIiIKNAxsPiw9mX6d5yohcPZKnI1RERE4mFg8WHD4sKQHBOKZpcb3x2vEbscIiIi0TCw+DCJRIIs4WGIfHozEREFLgYWHyfc3nykGm6uektERAGKgcXHTRoSjQiFHDUOJ4rL6sUuh4iISBQMLD4uWC7Fz0bGAQC2HGZbiIiIAhMDywAw8+LDEDdz1VsiIgpQDCwDwIzUOEgkwKEKOyrqL4hdDhERUb9jYBkAYsIV0A9uW/W2gGdZiIgoADGwDBDtbSEu009ERIGIgWWAyB7Vth7L9yU1uNDsErkaIiKi/sXAMkCMTAiHdlAInK1ufF/CVW+JiCiwMLAMEBKJRFhEjg9DJCKiQMPAMoBkjbq0TL/Hw1VviYgocDCwDCCZKdEIDZah0u7EwXK72OUQERH1mx4FlpUrV0IikWDJkiWdzlm7di2mT5+OqKgoREVFITs7G7t27eow57777oNEIumwzZ49uyel+SVlkAzThscC4O3NREQUWLodWHbv3o033ngD6enpV523detWzJ8/H9988w0KCwuRlJSEWbNmoaysrMO82bNno6KiQtj+93//t7ul+bXsUXx6MxERBZ5uBRaHw4EFCxZg7dq1iIqKuurc999/H7/73e+QkZGBtLQ0/OMf/4Db7UZBQUGHeQqFAmq1WtiuddxANSOt7blC+6z1qLI3iVwNERFR/+hWYFm0aBHmzJmD7Oxsr9/b2NiIlpYWREdHdxjfunUr4uPjkZqaioceegi1tbWdHsPpdMJut3fYAkV8hBLjdSoAwDdH2RYiIqLA4HVgWbduHSwWC/Ly8rr1A//0pz9Bo9F0CDuzZ8/Ge++9h4KCAqxatQrbtm3DTTfdBJfryguk5eXlQaVSCVtSUlK3ahmo2u8W4nUsREQUKOTeTC4tLcXixYuxadMmKJVKr3/YypUrsW7dOmzdurXD+++++27hf48bNw7p6ekYNmwYtm7diqysrMuOs2zZMixdulR4bbfbAyq0zEyLx8ubjuHb4zVoanFBGSQTuyQiIqI+5dUZFrPZjKqqKuj1esjlcsjlcmzbtg2vvPIK5HJ5p2dEAODFF1/EypUr8fXXX1/zQt2hQ4ciNjYWJSUlV9yvUCgQGRnZYQskYzSRUEcqcaHFhR0nO2+dERER+QuvAktWVhb279+PoqIiYZs4cSIWLFiAoqIiyGRX/pf+6tWr8dxzz2Hjxo2YOHHiNX+O1WpFbW0tEhMTvSkvYEgkEswcxYchEhFR4PAqsERERGDs2LEdtrCwMMTExGDs2LEAgIULF2LZsmXCe1atWoWnnnoK//znPzFkyBDYbDbYbDY4HA4AbXccPfroo9ixYwd+/PFHFBQUYO7cuRg+fDhycnJ68aP6l6yLT28uOFzFVW+JiMjv9fpKt2fOnEFFRYXw+rXXXkNzczNyc3ORmJgobC+++CIAQCaTobi4GLfddhtGjhyJ+++/HwaDAd9++y0UCkVvl+c3pgyLhUIuRVndBRytPC92OURERH1K4vGDf57b7XaoVCrU19cH1PUs97+zGwVHqvBoTioW3Thc7HKIiIi84s33N58lNIC1X8dScJir3hIRkX9jYBnAZl68jmVvaR1qHU6RqyEiIuo7DCwDWKIqBGM0kfB4gK1Hq8Uuh4iIqM8wsAxwwt1CfBgiERH5MQaWAW7mxWX6tx+rQXOrW+RqiIiI+gYDywCXrlUhNlwBh7MVu388K3Y5REREfYKBZYCTSiWYmRYHANjMu4WIiMhPMbD4gZlpl57e7AfL6hAREV2GgcUPTB8Ri2CZFGfONuJEdYPY5RAREfU6BhY/EKaQ4/phMQC4iBwREfknBhY/cen2Zj69mYiI/A8Di59oX/XWfPoc6hqbRa6GiIiodzGw+Imk6FCkJkTA5fZg2zGuektERP6FgcWPZAkPQ2RbiIiI/AsDix9pDyxbj1ahxcVVb4mIyH8wsPiRjKQoRIcFw97UCvPpc2KXQ0RE1GsYWPyITCrBjNS2VW+38G4hIiLyIwwsfibr4qq3XKafiIj8CQOLn5k+MhZyqQQnqxtwqoar3hIRkX9gYPEzkcogZA6NBsC2EBER+Q8GFj906WGIbAsREZF/YGDxQ+3L9O86dRb2phaRqyEiIuo5BhY/NCQ2DMPiwtDq9uDbYzVil0NERNRjDCx+KmsU20JEROQ/GFj8VPvDEL85WgWX2yNyNURERD3DwOKnJiZHIVIpx7nGFhSVctVbIiIa2BhY/JRcJsWM1LazLJv5MEQiIhrgGFj8WPvDELcwsBAR0QDHwOLHbhgZB5lUgqOV51F6tlHscoiIiLqNgcWPDQoNhiE5CgBXvSUiooGNgcXPtS8iV8DAQkREA1iPAsvKlSshkUiwZMmSq8778MMPkZaWBqVSiXHjxuGLL77osN/j8eDpp59GYmIiQkJCkJ2djePHj/ekNLqofT2WHSdq0eBsFbkaIiKi7ul2YNm9ezfeeOMNpKenX3XeDz/8gPnz5+P+++/H3r17MW/ePMybNw8HDhwQ5qxevRqvvPIKXn/9dezcuRNhYWHIyclBU1NTd8uji4bFhSE5JhTNLje+Pc5Vb4mIaGDqVmBxOBxYsGAB1q5di6ioqKvO/etf/4rZs2fj0UcfxahRo/Dcc89Br9fj1VdfBdB2dmXNmjV48sknMXfuXKSnp+O9995DeXk5NmzY0J3y6P+QSCTCInJbjnDVWyIiGpi6FVgWLVqEOXPmIDs7+5pzCwsLL5uXk5ODwsJCAMCpU6dgs9k6zFGpVMjMzBTm/JTT6YTdbu+wUeeyL7aFthyphpur3hIR0QDkdWBZt24dLBYL8vLyujTfZrMhISGhw1hCQgJsNpuwv32sszk/lZeXB5VKJWxJSUnefoyAMmlINMIVctQ4nCguqxe7HCIiIq/JvZlcWlqKxYsXY9OmTVAqlX1V0zUtW7YMS5cuFV7b7XaGlqsIlkvxm+lDERosg0Yl3u+NiIiou7wKLGazGVVVVdDr9cKYy+XC9u3b8eqrr8LpdEImk3V4j1qtRmVlx2snKisroVarhf3tY4mJiR3mZGRkXLEOhUIBhULhTekBb3H2CLFLICIi6javWkJZWVnYv38/ioqKhG3ixIlYsGABioqKLgsrADB58mQUFBR0GNu0aRMmT54MAEhJSYFare4wx263Y+fOncIcIiIiCmxenWGJiIjA2LFjO4yFhYUhJiZGGF+4cCG0Wq1wjcvixYtxww034KWXXsKcOXOwbt067NmzB2+++SYACOu4PP/88xgxYgRSUlLw1FNPQaPRYN68eb3wEYmIiGig8yqwdMWZM2cglV46cTNlyhR88MEHePLJJ/HEE09gxIgR2LBhQ4fg89hjj6GhoQEPPvgg6urqMG3aNGzcuFHU62SIiIjId0g8Hs+Av8/VbrdDpVKhvr4ekZGRYpdDREREXeDN9zefJUREREQ+j4GFiIiIfB4DCxEREfk8BhYiIiLyeQwsRERE5PMYWIiIiMjnMbAQERGRz2NgISIiIp/HwEJEREQ+r9eX5hdD+2K9drtd5EqIiIioq9q/t7uy6L5fBJbz588DAJKSkkSuhIiIiLx1/vx5qFSqq87xi2cJud1ulJeXIyIiAhKJpFePbbfbkZSUhNLSUj6nyAfw9+Fb+PvwPfyd+Bb+Pq7O4/Hg/Pnz0Gg0HR6cfCV+cYZFKpVCp9P16c+IjIzkHzYfwt+Hb+Hvw/fwd+Jb+Pvo3LXOrLTjRbdERETk8xhYiIiIyOcxsFyDQqHAM888A4VCIXYpBP4+fA1/H76HvxPfwt9H7/GLi26JiIjIv/EMCxEREfk8BhYiIiLyeQwsRERE5PMYWIiIiMjnMbBcw9///ncMGTIESqUSmZmZ2LVrl9glBaS8vDxMmjQJERERiI+Px7x583D06FGxy6KLVq5cCYlEgiVLlohdSsAqKyvDPffcg5iYGISEhGDcuHHYs2eP2GUFJJfLhaeeegopKSkICQnBsGHD8Nxzz3XpeTnUOQaWq/j3v/+NpUuX4plnnoHFYsH48eORk5ODqqoqsUsLONu2bcOiRYuwY8cObNq0CS0tLZg1axYaGhrELi3g7d69G2+88QbS09PFLiVgnTt3DlOnTkVQUBC+/PJLHDp0CC+99BKioqLELi0grVq1Cq+99hpeffVVHD58GKtWrcLq1avxt7/9TezSBjTe1nwVmZmZmDRpEl599VUAbc8sSkpKwu9//3s8/vjjIlcX2KqrqxEfH49t27bhZz/7mdjlBCyHwwG9Xo//+Z//wfPPP4+MjAysWbNG7LICzuOPP47vv/8e3377rdilEIBbbrkFCQkJeOutt4Qxo9GIkJAQ/Otf/xKxsoGNZ1g60dzcDLPZjOzsbGFMKpUiOzsbhYWFIlZGAFBfXw8AiI6OFrmSwLZo0SLMmTOnw38n1P8++eQTTJw4EXfeeSfi4+MxYcIErF27VuyyAtaUKVNQUFCAY8eOAQD27duH7777DjfddJPIlQ1sfvHww75QU1MDl8uFhISEDuMJCQk4cuSISFUR0Hama8mSJZg6dSrGjh0rdjkBa926dbBYLNi9e7fYpQS8kydP4rXXXsPSpUvxxBNPYPfu3fjDH/6A4OBg3HvvvWKXF3Aef/xx2O12pKWlQSaTweVy4c9//jMWLFggdmkDGgMLDTiLFi3CgQMH8N1334ldSsAqLS3F4sWLsWnTJiiVSrHLCXhutxsTJ07ECy+8AACYMGECDhw4gNdff52BRQT/+c9/8P777+ODDz7AmDFjUFRUhCVLlkCj0fD30QMMLJ2IjY2FTCZDZWVlh/HKykqo1WqRqqKHH34Yn332GbZv3w6dTid2OQHLbDajqqoKer1eGHO5XNi+fTteffVVOJ1OyGQyESsMLImJiRg9enSHsVGjRsFkMolUUWB79NFH8fjjj+Puu+8GAIwbNw6nT59GXl4eA0sP8BqWTgQHB8NgMKCgoEAYc7vdKCgowOTJk0WsLDB5PB48/PDD+Oijj7BlyxakpKSIXVJAy8rKwv79+1FUVCRsEydOxIIFC1BUVMSw0s+mTp162W3+x44dQ3JyskgVBbbGxkZIpR2/XmUyGdxut0gV+QeeYbmKpUuX4t5778XEiRNx3XXXYc2aNWhoaMCvfvUrsUsLOIsWLcIHH3yAjz/+GBEREbDZbAAAlUqFkJAQkasLPBEREZddPxQWFoaYmBheVySCP/7xj5gyZQpeeOEF3HXXXdi1axfefPNNvPnmm2KXFpBuvfVW/PnPf8bgwYMxZswY7N27Fy+//DJ+/etfi13awOahq/rb3/7mGTx4sCc4ONhz3XXXeXbs2CF2SQEJwBW3t99+W+zS6KIbbrjBs3jxYrHLCFiffvqpZ+zYsR6FQuFJS0vzvPnmm2KXFLDsdrtn8eLFnsGDB3uUSqVn6NChnv/3//6fx+l0il3agMZ1WIiIiMjn8RoWIiIi8nkMLEREROTzGFiIiIjI5zGwEBERkc9jYCEiIiKfx8BCREREPo+BhYiIiHweAwsRERH5PAYWIiIi8nkMLEREROTzGFiIiIjI5zGwEBERkc/7/wGK+F3sEIL+egAAAABJRU5ErkJggg=="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 8
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
